Ondrej Chum
Professor
I am leading a team within the Visual Recognition Group at the Department of Cybernetics, Faculty of Electrical Engineering, Czech Technical University in Prague. I received the MSc degree in computer science from Charles University, Prague, in 2001 and the PhD degree from the Czech Technical University in Prague, in 2005. From 2006 to 2007, I was a postdoctoral researcher at the Visual Geometry Group, University of Oxford, United Kingdom. My research interests include large-scale image and particular object retrieval, object recognition, and robust estimation of geometric models. I am a member of Image and Vision Computing editorial board, and I have served as an area chair at major international conferences (e.g., ICCV, ECCV, CVPR, WACV and BMVC). I co-organize Computer Vision and Sports Summers School in Prague. I was the recipient of the Best Paper Prize at the BMVC 2002, Best Science Paper Honorable mention at BMVC 2017, and Saburo Tsuji Best Paper Award at ACCV 2018. I was awarded the 2012 Outstanding Young Researcher in Image & Vision Computing runner up for researchers within seven years of their PhD. Complete list of awards below. [. . .]
CV
Professor
I am leading a team within the Visual Recognition Group at the Department of Cybernetics, Faculty of Electrical Engineering, Czech Technical University in Prague. I received the MSc degree in computer science from Charles University, Prague, in 2001 and the PhD degree from the Czech Technical University in Prague, in 2005. From 2006 to 2007, I was a postdoctoral researcher at the Visual Geometry Group, University of Oxford, United Kingdom. My research interests include large-scale image and particular object retrieval, object recognition, and robust estimation of geometric models. I am a member of Image and Vision Computing editorial board, and I have served as an area chair at major international conferences (e.g., ICCV, ECCV, CVPR, WACV and BMVC). I co-organize Computer Vision and Sports Summers School in Prague. I was the recipient of the Best Paper Prize at the BMVC 2002, Best Science Paper Honorable mention at BMVC 2017, and Saburo Tsuji Best Paper Award at ACCV 2018. I was awarded the 2012 Outstanding Young Researcher in Image & Vision Computing runner up for researchers within seven years of their PhD. Complete list of awards below. [. . .]
@inproceedings{Mukundan-CVPR19,
title = {Explicit Spatial Encoding for Deep Local Descriptors},
author = {Mukundan, A. and Tolias, G. and Chum, O.},
booktitle = {CVPR},
year = {2019}
}
@inproceedings{Mukundan-BMVC17,
title = {Multiple-Kernel Local-Patch Descriptor},
author = {Mukundan, A. and Tolias, G. and Chum, O.},
booktitle = {BMVC},
year = {2017}
}
@inproceedings{Mukundan-SCIA17,
title = {Robust Data Whitening as an Iteratively Re-weighted Least Squares Problem},
author = {Mukundan, A. and Tolias, G. and Chum, O.},
booktitle = {SCIA},
year = {2017}
}
@inproceedings{Aldana-ICPR16,
title = {In the Saddle: Chasing Fast and Repeatable Features},
author = {Aldana-Iuit, J. and Mishkin, D. and Chum, O. and Matas, J.},
booktitle = {ICPR},
year = {2016}
}
@inproceedings{Doubek-ICPR10,
title = {Image Matching and Retrieval by Repetitive Patterns},
author = {Doubek, P. and Matas, J. and Perdoch, M. and Chum, O.},
booktitle = {ICPR},
year = {2010}
}
@inproceedings{Chum-CVPR06,
title = {Geonetric Hashing with Local Affine Frames},
author = {Chum, O. and Matas, J.},
booktitle = {CVPR},
year = {2006}
}
@inproceedings{Perdoch-ICPR06,
title = {Epipolar Geometry from Two Correspondences},
author = {Perdoch, M. and Matas, J. and Chum, O.},
booktitle = {ICPR},
year = {2006}
}
@inproceedings{Matas-BMVC02,
title = {Robust Wide baseline Stereo from Maximally Stable Extremal Regions},
author = {Matas, J. and Chum, O. and Urban, M. and Pajdla, T.},
booktitle = {BMVC},
year = {2002}
}
@inproceedings{Matas-CVWW02l,
title = {Rotational Invariants for Wide-baseline Stereo},
author = {Matas, J. and B\'{\i}lek, P. and Chum, O.},
booktitle = {CVWW},
year = {2002}
}
@inproceedings{Matas-ICPR02,
title = {Local Affine Frames for Wide-Baseline Stereo},
author = {Matas, J. and Obdr\v{z}\'{a}lek, \v{S}. and Chum, O.},
booktitle = {ICPR},
year = {2002}
}